Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 252 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 29.7 KiB |
| Average record size in memory | 120.5 B |
Variable types
| NUM | 15 |
|---|
Reproduction
| Analysis started | 2020-08-25 00:04:07.019554 |
|---|---|
| Analysis finished | 2020-08-25 00:04:38.813014 |
| Duration | 31.79 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Abdomen is highly correlated with Chest | High correlation |
Chest is highly correlated with Abdomen | High correlation |
Hip is highly correlated with Weight | High correlation |
Weight is highly correlated with Hip | High correlation |
target is highly correlated with Density | High correlation |
Density is highly correlated with target | High correlation |
| Distinct count | 218 |
|---|---|
| Unique (%) | 86.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.055573810187597 |
|---|---|
| Minimum | 0.9950000047683716 |
| Maximum | 1.10889995098114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0.9950000048 |
|---|---|
| 5-th percentile | 1.025709975 |
| Q1 | 1.041399956 |
| median | 1.05490005 |
| Q3 | 1.0704 |
| 95-th percentile | 1.085344976 |
| Maximum | 1.108899951 |
| Range | 0.1138999462 |
| Interquartile range (IQR) | 0.02900004387 |
Descriptive statistics
| Standard deviation | 0.01903143025 |
|---|---|
| Coefficient of variation (CV) | 0.01802946422 |
| Kurtosis | -0.309619783 |
| Mean | 1.05557381 |
| Median Absolute Deviation (MAD) | 0.01404994726 |
| Skewness | -0.0201763089 |
| Sum | 266.0046002 |
| Variance | 0.0003621953372 |
| Value | Count | Frequency (%) | |
| 1.06099999 | 4 | 1.6% | |
| 1.041399956 | 3 | 1.2% | |
| 1.048400044 | 3 | 1.2% | |
| 1.052399993 | 3 | 1.2% | |
| 1.058699965 | 2 | 0.8% | |
| 1.040300012 | 2 | 0.8% | |
| 1.024999976 | 2 | 0.8% | |
| 1.046200037 | 2 | 0.8% | |
| 1.047700047 | 2 | 0.8% | |
| 1.037299991 | 2 | 0.8% | |
| 1.039899945 | 2 | 0.8% | |
| 1.066599965 | 2 | 0.8% | |
| 1.05490005 | 2 | 0.8% | |
| 1.077499986 | 2 | 0.8% | |
| 1.067800045 | 2 | 0.8% | |
| 1.042400002 | 2 | 0.8% | |
| 1.064800024 | 2 | 0.8% | |
| 1.052000046 | 2 | 0.8% | |
| 1.034000039 | 2 | 0.8% | |
| 1.060299993 | 2 | 0.8% | |
| 1.054299951 | 2 | 0.8% | |
| 1.038400054 | 2 | 0.8% | |
| 1.050199986 | 2 | 0.8% | |
| 1.057500005 | 2 | 0.8% | |
| 1.0704 | 2 | 0.8% | |
| Other values (193) | 197 | 78.2% |
| Value | Count | Frequency (%) | |
| 0.9950000048 | 1 | 0.4% | |
| 1.010100007 | 1 | 0.4% | |
| 1.014000058 | 1 | 0.4% | |
| 1.018000007 | 1 | 0.4% | |
| 1.020200014 | 1 | 0.4% | |
| 1.020699978 | 1 | 0.4% | |
| 1.020900011 | 1 | 0.4% | |
| 1.021700025 | 1 | 0.4% | |
| 1.023599982 | 1 | 0.4% | |
| 1.024999976 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 1.108899951 | 1 | 0.4% | |
| 1.099099994 | 1 | 0.4% | |
| 1.09829998 | 1 | 0.4% | |
| 1.092599988 | 1 | 0.4% | |
| 1.091099977 | 1 | 0.4% | |
| 1.090999961 | 1 | 0.4% | |
| 1.090600014 | 1 | 0.4% | |
| 1.090299964 | 1 | 0.4% | |
| 1.090000033 | 1 | 0.4% | |
| 1.08739996 | 1 | 0.4% |
Age
Real number (ℝ≥0)
| Distinct count | 51 |
|---|---|
| Unique (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.88492063492063 |
|---|---|
| Minimum | 22.0 |
| Maximum | 81.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 35.75 |
| median | 43 |
| Q3 | 54 |
| 95-th percentile | 67 |
| Maximum | 81 |
| Range | 59 |
| Interquartile range (IQR) | 18.25 |
Descriptive statistics
| Standard deviation | 12.60203972 |
|---|---|
| Coefficient of variation (CV) | 0.2807633286 |
| Kurtosis | -0.4164409143 |
| Mean | 44.88492063 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.2835210973 |
| Sum | 11311 |
| Variance | 158.8114052 |
| Value | Count | Frequency (%) | |
| 40 | 17 | 6.7% | |
| 43 | 13 | 5.2% | |
| 42 | 12 | 4.8% | |
| 47 | 11 | 4.4% | |
| 35 | 10 | 4.0% | |
| 55 | 10 | 4.0% | |
| 41 | 10 | 4.0% | |
| 44 | 9 | 3.6% | |
| 49 | 9 | 3.6% | |
| 54 | 8 | 3.2% | |
| 28 | 7 | 2.8% | |
| 27 | 7 | 2.8% | |
| 50 | 7 | 2.8% | |
| 46 | 6 | 2.4% | |
| 26 | 6 | 2.4% | |
| 62 | 5 | 2.0% | |
| 39 | 5 | 2.0% | |
| 48 | 5 | 2.0% | |
| 51 | 5 | 2.0% | |
| 72 | 5 | 2.0% | |
| 24 | 4 | 1.6% | |
| 34 | 4 | 1.6% | |
| 25 | 4 | 1.6% | |
| 31 | 4 | 1.6% | |
| 32 | 4 | 1.6% | |
| Other values (26) | 65 | 25.8% |
| Value | Count | Frequency (%) | |
| 22 | 2 | 0.8% | |
| 23 | 4 | 1.6% | |
| 24 | 4 | 1.6% | |
| 25 | 4 | 1.6% | |
| 26 | 6 | 2.4% | |
| 27 | 7 | 2.8% | |
| 28 | 7 | 2.8% | |
| 29 | 2 | 0.8% | |
| 30 | 2 | 0.8% | |
| 31 | 4 | 1.6% |
| Value | Count | Frequency (%) | |
| 81 | 1 | 0.4% | |
| 74 | 1 | 0.4% | |
| 72 | 5 | 2.0% | |
| 70 | 2 | 0.8% | |
| 69 | 2 | 0.8% | |
| 68 | 1 | 0.4% | |
| 67 | 4 | 1.6% | |
| 66 | 2 | 0.8% | |
| 65 | 3 | 1.2% | |
| 64 | 4 | 1.6% |
| Distinct count | 197 |
|---|---|
| Unique (%) | 78.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178.92440468924386 |
|---|---|
| Minimum | 118.5 |
| Maximum | 363.1499938964844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 118.5 |
|---|---|
| 5-th percentile | 136.3875 |
| Q1 | 159 |
| median | 176.5 |
| Q3 | 197 |
| 95-th percentile | 225.65 |
| Maximum | 363.1499939 |
| Range | 244.6499939 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 29.38915969 |
|---|---|
| Coefficient of variation (CV) | 0.1642546177 |
| Kurtosis | 5.269513004 |
| Mean | 178.9244047 |
| Median Absolute Deviation (MAD) | 19.375 |
| Skewness | 1.205262861 |
| Sum | 45088.94998 |
| Variance | 863.7227074 |
| Value | Count | Frequency (%) | |
| 167 | 3 | 1.2% | |
| 184.25 | 3 | 1.2% | |
| 170.75 | 3 | 1.2% | |
| 177.25 | 3 | 1.2% | |
| 152.25 | 3 | 1.2% | |
| 179.75 | 3 | 1.2% | |
| 168 | 3 | 1.2% | |
| 172.75 | 3 | 1.2% | |
| 168.25 | 3 | 1.2% | |
| 200.25 | 2 | 0.8% | |
| 198.5 | 2 | 0.8% | |
| 223 | 2 | 0.8% | |
| 171.25 | 2 | 0.8% | |
| 127.5 | 2 | 0.8% | |
| 155.25 | 2 | 0.8% | |
| 206.5 | 2 | 0.8% | |
| 178.25 | 2 | 0.8% | |
| 202.25 | 2 | 0.8% | |
| 160.75 | 2 | 0.8% | |
| 159.25 | 2 | 0.8% | |
| 156.75 | 2 | 0.8% | |
| 167.5 | 2 | 0.8% | |
| 154.5 | 2 | 0.8% | |
| 162.75 | 2 | 0.8% | |
| 162.5 | 2 | 0.8% | |
| Other values (172) | 193 | 76.6% |
| Value | Count | Frequency (%) | |
| 118.5 | 1 | 0.4% | |
| 125 | 1 | 0.4% | |
| 125.25 | 1 | 0.4% | |
| 125.75 | 1 | 0.4% | |
| 126.5 | 1 | 0.4% | |
| 127.5 | 2 | 0.8% | |
| 131.5 | 1 | 0.4% | |
| 133.25 | 1 | 0.4% | |
| 133.5 | 1 | 0.4% | |
| 134.25 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 363.1499939 | 1 | 0.4% | |
| 262.75 | 1 | 0.4% | |
| 247.25 | 1 | 0.4% | |
| 244.25 | 1 | 0.4% | |
| 241.75 | 1 | 0.4% | |
| 241.25 | 1 | 0.4% | |
| 234.75 | 1 | 0.4% | |
| 234.25 | 1 | 0.4% | |
| 232.75 | 1 | 0.4% | |
| 230 | 1 | 0.4% |
Height
Real number (ℝ≥0)
| Distinct count | 48 |
|---|---|
| Unique (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.14880952380952 |
|---|---|
| Minimum | 29.5 |
| Maximum | 77.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 29.5 |
|---|---|
| 5-th percentile | 65.8875 |
| Q1 | 68.25 |
| median | 70 |
| Q3 | 72.25 |
| 95-th percentile | 74.5 |
| Maximum | 77.75 |
| Range | 48.25 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.662855788 |
|---|---|
| Coefficient of variation (CV) | 0.0522155089 |
| Kurtosis | 59.54430209 |
| Mean | 70.14880952 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -5.384986544 |
| Sum | 17677.5 |
| Variance | 13.41651252 |
| Value | Count | Frequency (%) | |
| 71.5 | 14 | 5.6% | |
| 69.5 | 12 | 4.8% | |
| 72.25 | 12 | 4.8% | |
| 69.25 | 12 | 4.8% | |
| 67.5 | 11 | 4.4% | |
| 70 | 10 | 4.0% | |
| 69.75 | 9 | 3.6% | |
| 67.75 | 8 | 3.2% | |
| 70.5 | 7 | 2.8% | |
| 71.25 | 7 | 2.8% | |
| 68.75 | 7 | 2.8% | |
| 68.25 | 7 | 2.8% | |
| 68.5 | 7 | 2.8% | |
| 73.5 | 7 | 2.8% | |
| 72 | 7 | 2.8% | |
| 71.75 | 6 | 2.4% | |
| 68 | 6 | 2.4% | |
| 70.75 | 6 | 2.4% | |
| 65.75 | 6 | 2.4% | |
| 70.25 | 6 | 2.4% | |
| 67.25 | 6 | 2.4% | |
| 72.75 | 6 | 2.4% | |
| 74.5 | 6 | 2.4% | |
| 69 | 5 | 2.0% | |
| 72.5 | 5 | 2.0% | |
| Other values (23) | 57 | 22.6% |
| Value | Count | Frequency (%) | |
| 29.5 | 1 | 0.4% | |
| 64 | 2 | 0.8% | |
| 64.75 | 1 | 0.4% | |
| 65 | 1 | 0.4% | |
| 65.5 | 2 | 0.8% | |
| 65.75 | 6 | 2.4% | |
| 66 | 2 | 0.8% | |
| 66.25 | 1 | 0.4% | |
| 66.5 | 2 | 0.8% | |
| 66.75 | 4 | 1.6% |
| Value | Count | Frequency (%) | |
| 77.75 | 1 | 0.4% | |
| 77.5 | 1 | 0.4% | |
| 76 | 2 | 0.8% | |
| 75.5 | 1 | 0.4% | |
| 75.25 | 1 | 0.4% | |
| 75 | 1 | 0.4% | |
| 74.75 | 2 | 0.8% | |
| 74.5 | 6 | 2.4% | |
| 74.25 | 5 | 2.0% | |
| 74 | 4 | 1.6% |
Neck
Real number (ℝ≥0)
| Distinct count | 90 |
|---|---|
| Unique (%) | 35.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.99206362073384 |
|---|---|
| Minimum | 31.10000038146973 |
| Maximum | 51.20000076293945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 31.10000038 |
|---|---|
| 5-th percentile | 34.25499992 |
| Q1 | 36.40000153 |
| median | 38 |
| Q3 | 39.42500114 |
| 95-th percentile | 41.84500027 |
| Maximum | 51.20000076 |
| Range | 20.10000038 |
| Interquartile range (IQR) | 3.024999619 |
Descriptive statistics
| Standard deviation | 2.430913225 |
|---|---|
| Coefficient of variation (CV) | 0.06398476401 |
| Kurtosis | 2.719615815 |
| Mean | 37.99206362 |
| Median Absolute Deviation (MAD) | 1.599998474 |
| Skewness | 0.5526199398 |
| Sum | 9574.000032 |
| Variance | 5.909339108 |
| Value | Count | Frequency (%) | |
| 38.5 | 12 | 4.8% | |
| 38 | 10 | 4.0% | |
| 37.40000153 | 8 | 3.2% | |
| 38.70000076 | 7 | 2.8% | |
| 36.5 | 7 | 2.8% | |
| 37.79999924 | 7 | 2.8% | |
| 35.5 | 6 | 2.4% | |
| 40.79999924 | 6 | 2.4% | |
| 36.29999924 | 5 | 2.0% | |
| 38.29999924 | 5 | 2.0% | |
| 38.40000153 | 5 | 2.0% | |
| 42.09999847 | 5 | 2.0% | |
| 40.20000076 | 5 | 2.0% | |
| 37.5 | 5 | 2.0% | |
| 36.40000153 | 5 | 2.0% | |
| 39.40000153 | 5 | 2.0% | |
| 38.09999847 | 4 | 1.6% | |
| 37.90000153 | 4 | 1.6% | |
| 36.90000153 | 4 | 1.6% | |
| 35.20000076 | 4 | 1.6% | |
| 37 | 4 | 1.6% | |
| 40.70000076 | 4 | 1.6% | |
| 38.90000153 | 4 | 1.6% | |
| 36 | 4 | 1.6% | |
| 37.70000076 | 4 | 1.6% | |
| Other values (65) | 113 | 44.8% |
| Value | Count | Frequency (%) | |
| 31.10000038 | 1 | 0.4% | |
| 31.5 | 1 | 0.4% | |
| 32.79999924 | 1 | 0.4% | |
| 33.20000076 | 1 | 0.4% | |
| 33.40000153 | 1 | 0.4% | |
| 33.59999847 | 1 | 0.4% | |
| 33.79999924 | 1 | 0.4% | |
| 33.90000153 | 1 | 0.4% | |
| 34 | 3 | 1.2% | |
| 34.09999847 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 51.20000076 | 1 | 0.4% | |
| 43.90000153 | 1 | 0.4% | |
| 43.20000076 | 1 | 0.4% | |
| 42.79999924 | 1 | 0.4% | |
| 42.5 | 1 | 0.4% | |
| 42.09999847 | 5 | 2.0% | |
| 42 | 1 | 0.4% | |
| 41.90000153 | 2 | 0.8% | |
| 41.79999924 | 2 | 0.8% | |
| 41.5 | 2 | 0.8% |
| Distinct count | 174 |
|---|---|
| Unique (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.82420621599469 |
|---|---|
| Minimum | 79.30000305175781 |
| Maximum | 136.19999694824222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 79.30000305 |
|---|---|
| 5-th percentile | 89.01999969 |
| Q1 | 94.35000038 |
| median | 99.64999771 |
| Q3 | 105.3750019 |
| 95-th percentile | 116.3400017 |
| Maximum | 136.1999969 |
| Range | 56.8999939 |
| Interquartile range (IQR) | 11.02500153 |
Descriptive statistics
| Standard deviation | 8.430475619 |
|---|---|
| Coefficient of variation (CV) | 0.08361559129 |
| Kurtosis | 0.9872818955 |
| Mean | 100.8242062 |
| Median Absolute Deviation (MAD) | 5.649997711 |
| Skewness | 0.6815556539 |
| Sum | 25407.69997 |
| Variance | 71.07291917 |
| Value | Count | Frequency (%) | |
| 102.6999969 | 5 | 2.0% | |
| 99.09999847 | 5 | 2.0% | |
| 94 | 4 | 1.6% | |
| 97.80000305 | 4 | 1.6% | |
| 99.59999847 | 4 | 1.6% | |
| 98.90000153 | 4 | 1.6% | |
| 89.19999695 | 3 | 1.2% | |
| 92.30000305 | 3 | 1.2% | |
| 105.5999985 | 3 | 1.2% | |
| 92.90000153 | 3 | 1.2% | |
| 101.8000031 | 3 | 1.2% | |
| 93.5 | 3 | 1.2% | |
| 97.40000153 | 3 | 1.2% | |
| 107.5999985 | 3 | 1.2% | |
| 105.3000031 | 3 | 1.2% | |
| 102 | 3 | 1.2% | |
| 104 | 3 | 1.2% | |
| 91.59999847 | 2 | 0.8% | |
| 97.30000305 | 2 | 0.8% | |
| 92.19999695 | 2 | 0.8% | |
| 93.30000305 | 2 | 0.8% | |
| 104.3000031 | 2 | 0.8% | |
| 101.9000015 | 2 | 0.8% | |
| 103.6999969 | 2 | 0.8% | |
| 99.19999695 | 2 | 0.8% | |
| Other values (149) | 177 | 70.2% |
| Value | Count | Frequency (%) | |
| 79.30000305 | 1 | 0.4% | |
| 83.40000153 | 1 | 0.4% | |
| 85.09999847 | 1 | 0.4% | |
| 86 | 1 | 0.4% | |
| 86.69999695 | 1 | 0.4% | |
| 87.59999847 | 1 | 0.4% | |
| 87.69999695 | 1 | 0.4% | |
| 88.19999695 | 1 | 0.4% | |
| 88.5 | 2 | 0.8% | |
| 88.59999847 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 136.1999969 | 1 | 0.4% | |
| 128.3000031 | 1 | 0.4% | |
| 121.5999985 | 1 | 0.4% | |
| 119.9000015 | 1 | 0.4% | |
| 119.8000031 | 1 | 0.4% | |
| 119.6999969 | 1 | 0.4% | |
| 119.5999985 | 1 | 0.4% | |
| 119.1999969 | 1 | 0.4% | |
| 118.5 | 1 | 0.4% | |
| 118.3000031 | 1 | 0.4% |
| Distinct count | 185 |
|---|---|
| Unique (%) | 73.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.55595240517268 |
|---|---|
| Minimum | 69.40000152587889 |
| Maximum | 148.10000610351562 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 69.40000153 |
|---|---|
| 5-th percentile | 76.87499847 |
| Q1 | 84.57499886 |
| median | 90.95000076 |
| Q3 | 99.32499695 |
| 95-th percentile | 110.7599995 |
| Maximum | 148.1000061 |
| Range | 78.70000458 |
| Interquartile range (IQR) | 14.74999809 |
Descriptive statistics
| Standard deviation | 10.783077 |
|---|---|
| Coefficient of variation (CV) | 0.1165033336 |
| Kurtosis | 2.248824452 |
| Mean | 92.55595241 |
| Median Absolute Deviation (MAD) | 7.350002289 |
| Skewness | 0.8384180224 |
| Sum | 23324.10001 |
| Variance | 116.2747497 |
| Value | Count | Frequency (%) | |
| 89.69999695 | 4 | 1.6% | |
| 100.5 | 4 | 1.6% | |
| 88.69999695 | 4 | 1.6% | |
| 83.59999847 | 3 | 1.2% | |
| 82.80000305 | 3 | 1.2% | |
| 105 | 3 | 1.2% | |
| 98.59999847 | 3 | 1.2% | |
| 95 | 3 | 1.2% | |
| 92.40000153 | 3 | 1.2% | |
| 90.30000305 | 3 | 1.2% | |
| 99.80000305 | 3 | 1.2% | |
| 95.59999847 | 3 | 1.2% | |
| 100 | 3 | 1.2% | |
| 88.09999847 | 2 | 0.8% | |
| 88.19999695 | 2 | 0.8% | |
| 86.59999847 | 2 | 0.8% | |
| 77.59999847 | 2 | 0.8% | |
| 79.40000153 | 2 | 0.8% | |
| 101.3000031 | 2 | 0.8% | |
| 86.40000153 | 2 | 0.8% | |
| 89.59999847 | 2 | 0.8% | |
| 86.09999847 | 2 | 0.8% | |
| 91.59999847 | 2 | 0.8% | |
| 90.90000153 | 2 | 0.8% | |
| 87.59999847 | 2 | 0.8% | |
| Other values (160) | 186 | 73.8% |
| Value | Count | Frequency (%) | |
| 69.40000153 | 1 | 0.4% | |
| 70.40000153 | 1 | 0.4% | |
| 72.80000305 | 1 | 0.4% | |
| 73.69999695 | 1 | 0.4% | |
| 73.90000153 | 1 | 0.4% | |
| 74.59999847 | 1 | 0.4% | |
| 75 | 1 | 0.4% | |
| 76 | 2 | 0.8% | |
| 76.30000305 | 1 | 0.4% | |
| 76.40000153 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 148.1000061 | 1 | 0.4% | |
| 126.1999969 | 1 | 0.4% | |
| 122.0999985 | 1 | 0.4% | |
| 118 | 1 | 0.4% | |
| 115.9000015 | 1 | 0.4% | |
| 115.5999985 | 1 | 0.4% | |
| 113.9000015 | 1 | 0.4% | |
| 113.8000031 | 1 | 0.4% | |
| 113.6999969 | 1 | 0.4% | |
| 113.4000015 | 1 | 0.4% |
| Distinct count | 152 |
|---|---|
| Unique (%) | 60.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.90476184421115 |
|---|---|
| Minimum | 85.0 |
| Maximum | 147.6999969482422 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 85 |
|---|---|
| 5-th percentile | 89.15499763 |
| Q1 | 95.5 |
| median | 99.30000305 |
| Q3 | 103.5249996 |
| 95-th percentile | 112.1250015 |
| Maximum | 147.6999969 |
| Range | 62.69999695 |
| Interquartile range (IQR) | 8.024999619 |
Descriptive statistics
| Standard deviation | 7.164057742 |
|---|---|
| Coefficient of variation (CV) | 0.07170887163 |
| Kurtosis | 7.471349889 |
| Mean | 99.90476184 |
| Median Absolute Deviation (MAD) | 3.899997711 |
| Skewness | 1.497127145 |
| Sum | 25175.99998 |
| Variance | 51.32372333 |
| Value | Count | Frequency (%) | |
| 98.30000305 | 7 | 2.8% | |
| 100.5999985 | 6 | 2.4% | |
| 99.30000305 | 5 | 2.0% | |
| 96.19999695 | 5 | 2.0% | |
| 94.5 | 4 | 1.6% | |
| 102.5 | 4 | 1.6% | |
| 94 | 3 | 1.2% | |
| 97.09999847 | 3 | 1.2% | |
| 104.0999985 | 3 | 1.2% | |
| 99.19999695 | 3 | 1.2% | |
| 99.59999847 | 3 | 1.2% | |
| 98.69999695 | 3 | 1.2% | |
| 96.09999847 | 3 | 1.2% | |
| 101.5999985 | 3 | 1.2% | |
| 96.90000153 | 3 | 1.2% | |
| 95.59999847 | 3 | 1.2% | |
| 101.6999969 | 3 | 1.2% | |
| 97.80000305 | 3 | 1.2% | |
| 95.5 | 2 | 0.8% | |
| 88.59999847 | 2 | 0.8% | |
| 100.6999969 | 2 | 0.8% | |
| 95.19999695 | 2 | 0.8% | |
| 96.40000153 | 2 | 0.8% | |
| 108.8000031 | 2 | 0.8% | |
| 98.40000153 | 2 | 0.8% | |
| Other values (127) | 171 | 67.9% |
| Value | Count | Frequency (%) | |
| 85 | 1 | 0.4% | |
| 85.30000305 | 1 | 0.4% | |
| 87.19999695 | 1 | 0.4% | |
| 87.5 | 1 | 0.4% | |
| 87.59999847 | 1 | 0.4% | |
| 88.19999695 | 1 | 0.4% | |
| 88.5 | 2 | 0.8% | |
| 88.59999847 | 2 | 0.8% | |
| 88.80000305 | 1 | 0.4% | |
| 89 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 147.6999969 | 1 | 0.4% | |
| 125.5999985 | 1 | 0.4% | |
| 116.0999985 | 1 | 0.4% | |
| 115.5 | 1 | 0.4% | |
| 114.4000015 | 2 | 0.8% | |
| 114.3000031 | 1 | 0.4% | |
| 114.0999985 | 1 | 0.4% | |
| 113.9000015 | 2 | 0.8% | |
| 113.8000031 | 1 | 0.4% | |
| 112.8000031 | 1 | 0.4% |
Thigh
Real number (ℝ≥0)
| Distinct count | 139 |
|---|---|
| Unique (%) | 55.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.40595234764947 |
|---|---|
| Minimum | 47.20000076293945 |
| Maximum | 87.30000305175781 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 47.20000076 |
|---|---|
| 5-th percentile | 51.15499973 |
| Q1 | 56 |
| median | 59 |
| Q3 | 62.34999943 |
| 95-th percentile | 68.54499931 |
| Maximum | 87.30000305 |
| Range | 40.10000229 |
| Interquartile range (IQR) | 6.349999428 |
Descriptive statistics
| Standard deviation | 5.249952035 |
|---|---|
| Coefficient of variation (CV) | 0.0883741751 |
| Kurtosis | 2.66571581 |
| Mean | 59.40595235 |
| Median Absolute Deviation (MAD) | 3.099998474 |
| Skewness | 0.8212097089 |
| Sum | 14970.29999 |
| Variance | 27.56199637 |
| Value | Count | Frequency (%) | |
| 58.90000153 | 7 | 2.8% | |
| 59.29999924 | 5 | 2.0% | |
| 57.5 | 5 | 2.0% | |
| 58.5 | 5 | 2.0% | |
| 54.70000076 | 5 | 2.0% | |
| 56 | 5 | 2.0% | |
| 57.40000153 | 4 | 1.6% | |
| 60.59999847 | 4 | 1.6% | |
| 60 | 4 | 1.6% | |
| 63.5 | 4 | 1.6% | |
| 54.29999924 | 4 | 1.6% | |
| 58.40000153 | 4 | 1.6% | |
| 59.09999847 | 4 | 1.6% | |
| 57.09999847 | 4 | 1.6% | |
| 63.70000076 | 3 | 1.2% | |
| 61.20000076 | 3 | 1.2% | |
| 63.40000153 | 3 | 1.2% | |
| 57.29999924 | 3 | 1.2% | |
| 62.09999847 | 3 | 1.2% | |
| 64.80000305 | 3 | 1.2% | |
| 56.79999924 | 3 | 1.2% | |
| 55.5 | 3 | 1.2% | |
| 60.70000076 | 3 | 1.2% | |
| 63.29999924 | 3 | 1.2% | |
| 55 | 3 | 1.2% | |
| Other values (114) | 155 | 61.5% |
| Value | Count | Frequency (%) | |
| 47.20000076 | 1 | 0.4% | |
| 49.29999924 | 1 | 0.4% | |
| 49.59999847 | 1 | 0.4% | |
| 50 | 2 | 0.8% | |
| 50.09999847 | 2 | 0.8% | |
| 50.29999924 | 1 | 0.4% | |
| 50.59999847 | 1 | 0.4% | |
| 50.70000076 | 1 | 0.4% | |
| 50.79999924 | 1 | 0.4% | |
| 50.90000153 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 87.30000305 | 1 | 0.4% | |
| 74.40000153 | 1 | 0.4% | |
| 72.90000153 | 1 | 0.4% | |
| 72.5 | 1 | 0.4% | |
| 71.19999695 | 2 | 0.8% | |
| 70.59999847 | 1 | 0.4% | |
| 69.80000305 | 1 | 0.4% | |
| 69.5 | 1 | 0.4% | |
| 69.19999695 | 1 | 0.4% | |
| 69 | 1 | 0.4% |
Knee
Real number (ℝ≥0)
| Distinct count | 90 |
|---|---|
| Unique (%) | 35.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.59047614203559 |
|---|---|
| Minimum | 33.0 |
| Maximum | 49.099998474121094 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 34.79999924 |
| Q1 | 36.97500038 |
| median | 38.5 |
| Q3 | 39.92500114 |
| 95-th percentile | 42.6449995 |
| Maximum | 49.09999847 |
| Range | 16.09999847 |
| Interquartile range (IQR) | 2.950000763 |
Descriptive statistics
| Standard deviation | 2.411804489 |
|---|---|
| Coefficient of variation (CV) | 0.06249740168 |
| Kurtosis | 1.061535308 |
| Mean | 38.59047614 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.5167439978 |
| Sum | 9724.799988 |
| Variance | 5.816800891 |
| Value | Count | Frequency (%) | |
| 39 | 9 | 3.6% | |
| 38.09999847 | 7 | 2.8% | |
| 37.29999924 | 7 | 2.8% | |
| 38.29999924 | 7 | 2.8% | |
| 38 | 7 | 2.8% | |
| 38.40000153 | 6 | 2.4% | |
| 38.70000076 | 6 | 2.4% | |
| 36.20000076 | 6 | 2.4% | |
| 39.40000153 | 6 | 2.4% | |
| 40 | 6 | 2.4% | |
| 38.20000076 | 5 | 2.0% | |
| 38.79999924 | 5 | 2.0% | |
| 39.20000076 | 5 | 2.0% | |
| 39.29999924 | 4 | 1.6% | |
| 36.5 | 4 | 1.6% | |
| 34.79999924 | 4 | 1.6% | |
| 38.59999847 | 4 | 1.6% | |
| 37.59999847 | 4 | 1.6% | |
| 39.59999847 | 4 | 1.6% | |
| 39.79999924 | 4 | 1.6% | |
| 40.59999847 | 4 | 1.6% | |
| 36.09999847 | 4 | 1.6% | |
| 37.5 | 4 | 1.6% | |
| 37.40000153 | 4 | 1.6% | |
| 39.70000076 | 4 | 1.6% | |
| Other values (65) | 122 | 48.4% |
| Value | Count | Frequency (%) | |
| 33 | 1 | 0.4% | |
| 33.40000153 | 1 | 0.4% | |
| 33.5 | 1 | 0.4% | |
| 33.70000076 | 1 | 0.4% | |
| 34.20000076 | 1 | 0.4% | |
| 34.40000153 | 1 | 0.4% | |
| 34.5 | 2 | 0.8% | |
| 34.70000076 | 2 | 0.8% | |
| 34.79999924 | 4 | 1.6% | |
| 34.90000153 | 2 | 0.8% |
| Value | Count | Frequency (%) | |
| 49.09999847 | 1 | 0.4% | |
| 46 | 1 | 0.4% | |
| 45 | 1 | 0.4% | |
| 44.20000076 | 1 | 0.4% | |
| 44 | 1 | 0.4% | |
| 43.5 | 2 | 0.8% | |
| 43.29999924 | 2 | 0.8% | |
| 43.09999847 | 1 | 0.4% | |
| 42.79999924 | 1 | 0.4% | |
| 42.70000076 | 2 | 0.8% |
Ankle
Real number (ℝ≥0)
| Distinct count | 61 |
|---|---|
| Unique (%) | 24.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.10238097962879 |
|---|---|
| Minimum | 19.100000381469727 |
| Maximum | 33.900001525878906 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 19.10000038 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 22 |
| median | 22.79999924 |
| Q3 | 24 |
| 95-th percentile | 25.44499979 |
| Maximum | 33.90000153 |
| Range | 14.80000114 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.694893501 |
|---|---|
| Coefficient of variation (CV) | 0.07336445115 |
| Kurtosis | 11.94519641 |
| Mean | 23.10238098 |
| Median Absolute Deviation (MAD) | 0.8999996185 |
| Skewness | 2.255134555 |
| Sum | 5821.800007 |
| Variance | 2.872663979 |
| Value | Count | Frequency (%) | |
| 22.5 | 11 | 4.4% | |
| 22 | 11 | 4.4% | |
| 22.60000038 | 11 | 4.4% | |
| 21.79999924 | 10 | 4.0% | |
| 23.20000076 | 9 | 3.6% | |
| 22.70000076 | 9 | 3.6% | |
| 24 | 8 | 3.2% | |
| 21.5 | 8 | 3.2% | |
| 22.39999962 | 8 | 3.2% | |
| 24.60000038 | 8 | 3.2% | |
| 23.39999962 | 8 | 3.2% | |
| 21.89999962 | 8 | 3.2% | |
| 22.89999962 | 7 | 2.8% | |
| 22.10000038 | 7 | 2.8% | |
| 24.70000076 | 7 | 2.8% | |
| 22.29999924 | 7 | 2.8% | |
| 24.10000038 | 6 | 2.4% | |
| 21 | 6 | 2.4% | |
| 23 | 6 | 2.4% | |
| 24.79999924 | 5 | 2.0% | |
| 23.10000038 | 5 | 2.0% | |
| 23.79999924 | 5 | 2.0% | |
| 22.79999924 | 5 | 2.0% | |
| 23.60000038 | 4 | 1.6% | |
| 23.5 | 4 | 1.6% | |
| Other values (36) | 69 | 27.4% |
| Value | Count | Frequency (%) | |
| 19.10000038 | 1 | 0.4% | |
| 19.70000076 | 1 | 0.4% | |
| 20.10000038 | 1 | 0.4% | |
| 20.20000076 | 1 | 0.4% | |
| 20.39999962 | 2 | 0.8% | |
| 20.5 | 1 | 0.4% | |
| 20.60000038 | 1 | 0.4% | |
| 20.79999924 | 1 | 0.4% | |
| 20.89999962 | 1 | 0.4% | |
| 21 | 6 | 2.4% |
| Value | Count | Frequency (%) | |
| 33.90000153 | 1 | 0.4% | |
| 33.70000076 | 1 | 0.4% | |
| 29.60000038 | 1 | 0.4% | |
| 27 | 1 | 0.4% | |
| 26.60000038 | 1 | 0.4% | |
| 26.29999924 | 1 | 0.4% | |
| 26 | 1 | 0.4% | |
| 25.89999962 | 1 | 0.4% | |
| 25.79999924 | 1 | 0.4% | |
| 25.60000038 | 2 | 0.8% |
Biceps
Real number (ℝ≥0)
| Distinct count | 104 |
|---|---|
| Unique (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.27341265905471 |
|---|---|
| Minimum | 24.79999923706055 |
| Maximum | 45.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 24.79999924 |
|---|---|
| 5-th percentile | 27.61000042 |
| Q1 | 30.20000076 |
| median | 32.04999924 |
| Q3 | 34.32499981 |
| 95-th percentile | 37.20000076 |
| Maximum | 45 |
| Range | 20.20000076 |
| Interquartile range (IQR) | 4.124999046 |
Descriptive statistics
| Standard deviation | 3.021273781 |
|---|---|
| Coefficient of variation (CV) | 0.09361494592 |
| Kurtosis | 0.498498406 |
| Mean | 32.27341266 |
| Median Absolute Deviation (MAD) | 1.949999809 |
| Skewness | 0.2855299565 |
| Sum | 8132.89999 |
| Variance | 9.128095258 |
| Value | Count | Frequency (%) | |
| 30.5 | 7 | 2.8% | |
| 31.60000038 | 7 | 2.8% | |
| 31.39999962 | 5 | 2.0% | |
| 32.5 | 5 | 2.0% | |
| 31 | 5 | 2.0% | |
| 30.10000038 | 5 | 2.0% | |
| 30.29999924 | 4 | 1.6% | |
| 35.09999847 | 4 | 1.6% | |
| 27.89999962 | 4 | 1.6% | |
| 33.59999847 | 4 | 1.6% | |
| 31.70000076 | 4 | 1.6% | |
| 32.90000153 | 4 | 1.6% | |
| 29.39999962 | 4 | 1.6% | |
| 35.59999847 | 4 | 1.6% | |
| 30.60000038 | 4 | 1.6% | |
| 32.09999847 | 4 | 1.6% | |
| 28.79999924 | 4 | 1.6% | |
| 35.29999924 | 4 | 1.6% | |
| 32.40000153 | 4 | 1.6% | |
| 31.29999924 | 4 | 1.6% | |
| 33.5 | 4 | 1.6% | |
| 37.20000076 | 4 | 1.6% | |
| 33.29999924 | 4 | 1.6% | |
| 29.20000076 | 3 | 1.2% | |
| 29.70000076 | 3 | 1.2% | |
| Other values (79) | 144 | 57.1% |
| Value | Count | Frequency (%) | |
| 24.79999924 | 1 | 0.4% | |
| 25.29999924 | 1 | 0.4% | |
| 25.60000038 | 1 | 0.4% | |
| 25.79999924 | 1 | 0.4% | |
| 26 | 1 | 0.4% | |
| 26.10000038 | 1 | 0.4% | |
| 26.70000076 | 1 | 0.4% | |
| 26.79999924 | 1 | 0.4% | |
| 27 | 2 | 0.8% | |
| 27.29999924 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 45 | 1 | 0.4% | |
| 39.09999847 | 1 | 0.4% | |
| 38.5 | 2 | 0.8% | |
| 38.40000153 | 1 | 0.4% | |
| 38.20000076 | 1 | 0.4% | |
| 37.70000076 | 1 | 0.4% | |
| 37.5 | 2 | 0.8% | |
| 37.29999924 | 2 | 0.8% | |
| 37.20000076 | 4 | 1.6% | |
| 37.09999847 | 2 | 0.8% |
Forearm
Real number (ℝ≥0)
| Distinct count | 77 |
|---|---|
| Unique (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.663888878292507 |
|---|---|
| Minimum | 21.0 |
| Maximum | 34.900001525878906 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 25.70000076 |
| Q1 | 27.29999924 |
| median | 28.70000076 |
| Q3 | 30 |
| 95-th percentile | 31.74500008 |
| Maximum | 34.90000153 |
| Range | 13.90000153 |
| Interquartile range (IQR) | 2.700000763 |
Descriptive statistics
| Standard deviation | 2.020691175 |
|---|---|
| Coefficient of variation (CV) | 0.07049605806 |
| Kurtosis | 0.8663093674 |
| Mean | 28.66388888 |
| Median Absolute Deviation (MAD) | 1.399999619 |
| Skewness | -0.2193326386 |
| Sum | 7223.299997 |
| Variance | 4.083192823 |
| Value | Count | Frequency (%) | |
| 29.60000038 | 9 | 3.6% | |
| 27.29999924 | 9 | 3.6% | |
| 29.79999924 | 9 | 3.6% | |
| 27.39999962 | 7 | 2.8% | |
| 29.20000076 | 7 | 2.8% | |
| 30 | 6 | 2.4% | |
| 26.29999924 | 6 | 2.4% | |
| 28.39999962 | 6 | 2.4% | |
| 30.10000038 | 6 | 2.4% | |
| 30.29999924 | 5 | 2.0% | |
| 28.70000076 | 5 | 2.0% | |
| 27.70000076 | 5 | 2.0% | |
| 27.79999924 | 5 | 2.0% | |
| 28.29999924 | 5 | 2.0% | |
| 29 | 5 | 2.0% | |
| 28.20000076 | 5 | 2.0% | |
| 28 | 5 | 2.0% | |
| 29.29999924 | 5 | 2.0% | |
| 27.5 | 5 | 2.0% | |
| 26.20000076 | 4 | 1.6% | |
| 25.70000076 | 4 | 1.6% | |
| 27.20000076 | 4 | 1.6% | |
| 30.70000076 | 4 | 1.6% | |
| 29.39999962 | 4 | 1.6% | |
| 28.89999962 | 4 | 1.6% | |
| Other values (52) | 113 | 44.8% |
| Value | Count | Frequency (%) | |
| 21 | 1 | 0.4% | |
| 22 | 1 | 0.4% | |
| 23.10000038 | 2 | 0.8% | |
| 24.60000038 | 1 | 0.4% | |
| 24.79999924 | 1 | 0.4% | |
| 25.20000076 | 3 | 1.2% | |
| 25.5 | 1 | 0.4% | |
| 25.70000076 | 4 | 1.6% | |
| 25.79999924 | 2 | 0.8% | |
| 25.89999962 | 3 | 1.2% |
| Value | Count | Frequency (%) | |
| 34.90000153 | 1 | 0.4% | |
| 33.79999924 | 1 | 0.4% | |
| 33.70000076 | 1 | 0.4% | |
| 33.09999847 | 1 | 0.4% | |
| 32.79999924 | 1 | 0.4% | |
| 32.70000076 | 1 | 0.4% | |
| 32.59999847 | 1 | 0.4% | |
| 32.5 | 1 | 0.4% | |
| 32.40000153 | 1 | 0.4% | |
| 32 | 1 | 0.4% |
Wrist
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.22976189189487 |
|---|---|
| Minimum | 15.800000190734865 |
| Maximum | 21.399999618530273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 15.80000019 |
|---|---|
| 5-th percentile | 16.79999924 |
| Q1 | 17.60000038 |
| median | 18.29999924 |
| Q3 | 18.79999924 |
| 95-th percentile | 19.79999924 |
| Maximum | 21.39999962 |
| Range | 5.599999428 |
| Interquartile range (IQR) | 1.199998856 |
Descriptive statistics
| Standard deviation | 0.9335849129 |
|---|---|
| Coefficient of variation (CV) | 0.05121212874 |
| Kurtosis | 0.3956771771 |
| Mean | 18.22976189 |
| Median Absolute Deviation (MAD) | 0.5999984741 |
| Skewness | 0.2816137782 |
| Sum | 4593.899997 |
| Variance | 0.8715807896 |
| Value | Count | Frequency (%) | |
| 18.79999924 | 18 | 7.1% | |
| 18.5 | 16 | 6.3% | |
| 17.70000076 | 15 | 6.0% | |
| 18.39999962 | 14 | 5.6% | |
| 18.20000076 | 13 | 5.2% | |
| 17.39999962 | 12 | 4.8% | |
| 18.29999924 | 11 | 4.4% | |
| 17.60000038 | 10 | 4.0% | |
| 19 | 10 | 4.0% | |
| 17.29999924 | 9 | 3.6% | |
| 18.10000038 | 9 | 3.6% | |
| 16.89999962 | 9 | 3.6% | |
| 18.70000076 | 8 | 3.2% | |
| 19.10000038 | 7 | 2.8% | |
| 17.79999924 | 6 | 2.4% | |
| 17.10000038 | 6 | 2.4% | |
| 17.89999962 | 6 | 2.4% | |
| 19.20000076 | 6 | 2.4% | |
| 18 | 6 | 2.4% | |
| 18.60000038 | 6 | 2.4% | |
| 16.5 | 5 | 2.0% | |
| 19.39999962 | 5 | 2.0% | |
| 19.5 | 4 | 1.6% | |
| 17 | 4 | 1.6% | |
| 17.20000076 | 4 | 1.6% | |
| Other values (19) | 33 | 13.1% |
| Value | Count | Frequency (%) | |
| 15.80000019 | 1 | 0.4% | |
| 16.10000038 | 1 | 0.4% | |
| 16.29999924 | 1 | 0.4% | |
| 16.5 | 5 | 2.0% | |
| 16.60000038 | 2 | 0.8% | |
| 16.70000076 | 2 | 0.8% | |
| 16.79999924 | 2 | 0.8% | |
| 16.89999962 | 9 | 3.6% | |
| 17 | 4 | 1.6% | |
| 17.10000038 | 6 | 2.4% |
| Value | Count | Frequency (%) | |
| 21.39999962 | 2 | 0.8% | |
| 20.89999962 | 1 | 0.4% | |
| 20.39999962 | 1 | 0.4% | |
| 20.20000076 | 1 | 0.4% | |
| 20.10000038 | 2 | 0.8% | |
| 20 | 1 | 0.4% | |
| 19.89999962 | 3 | 1.2% | |
| 19.79999924 | 3 | 1.2% | |
| 19.70000076 | 3 | 1.2% | |
| 19.60000038 | 2 | 0.8% |
| Distinct count | 176 |
|---|---|
| Unique (%) | 69.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.150793602305747 |
|---|---|
| Minimum | 0.0 |
| Maximum | 47.5 |
| Zeros | 1 |
| Zeros (%) | 0.4% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.054999948 |
| Q1 | 12.4749999 |
| median | 19.20000076 |
| Q3 | 25.29999924 |
| 95-th percentile | 32.59999847 |
| Maximum | 47.5 |
| Range | 47.5 |
| Interquartile range (IQR) | 12.82499933 |
Descriptive statistics
| Standard deviation | 8.36874035 |
|---|---|
| Coefficient of variation (CV) | 0.4369918304 |
| Kurtosis | -0.333811429 |
| Mean | 19.1507936 |
| Median Absolute Deviation (MAD) | 6.25 |
| Skewness | 0.1463530852 |
| Sum | 4825.999988 |
| Variance | 70.03581505 |
| Value | Count | Frequency (%) | |
| 20.39999962 | 4 | 1.6% | |
| 25.79999924 | 3 | 1.2% | |
| 20.5 | 3 | 1.2% | |
| 16.5 | 3 | 1.2% | |
| 25.29999924 | 3 | 1.2% | |
| 8.800000191 | 3 | 1.2% | |
| 14.89999962 | 3 | 1.2% | |
| 9.399999619 | 3 | 1.2% | |
| 22.10000038 | 3 | 1.2% | |
| 19.20000076 | 3 | 1.2% | |
| 12.39999962 | 3 | 1.2% | |
| 23.60000038 | 3 | 1.2% | |
| 6.599999905 | 2 | 0.8% | |
| 20.10000038 | 2 | 0.8% | |
| 32.90000153 | 2 | 0.8% | |
| 32.59999847 | 2 | 0.8% | |
| 11.80000019 | 2 | 0.8% | |
| 17.70000076 | 2 | 0.8% | |
| 10.80000019 | 2 | 0.8% | |
| 18.10000038 | 2 | 0.8% | |
| 21.20000076 | 2 | 0.8% | |
| 32.29999924 | 2 | 0.8% | |
| 24.89999962 | 2 | 0.8% | |
| 15.19999981 | 2 | 0.8% | |
| 17.39999962 | 2 | 0.8% | |
| Other values (151) | 189 | 75.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.4% | |
| 0.6999999881 | 1 | 0.4% | |
| 3 | 1 | 0.4% | |
| 3.700000048 | 2 | 0.8% | |
| 3.900000095 | 1 | 0.4% | |
| 4 | 1 | 0.4% | |
| 4.099999905 | 1 | 0.4% | |
| 5.199999809 | 1 | 0.4% | |
| 5.300000191 | 1 | 0.4% | |
| 5.599999905 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 47.5 | 1 | 0.4% | |
| 40.09999847 | 1 | 0.4% | |
| 38.09999847 | 1 | 0.4% | |
| 35.20000076 | 1 | 0.4% | |
| 35 | 1 | 0.4% | |
| 34.79999924 | 1 | 0.4% | |
| 34.5 | 1 | 0.4% | |
| 34.29999924 | 1 | 0.4% | |
| 33.59999847 | 1 | 0.4% | |
| 32.90000153 | 2 | 0.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Density | Age | Weight | Height | Neck | Chest | Abdomen | Hip | Thigh | Knee | Ankle | Biceps | Forearm | Wrist | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0708 | 23.0 | 154.25 | 67.75 | 36.200001 | 93.099998 | 85.199997 | 94.500000 | 59.000000 | 37.299999 | 21.900000 | 32.000000 | 27.400000 | 17.100000 | 12.300000 |
| 1 | 1.0853 | 22.0 | 173.25 | 72.25 | 38.500000 | 93.599998 | 83.000000 | 98.699997 | 58.700001 | 37.299999 | 23.400000 | 30.500000 | 28.900000 | 18.200001 | 6.100000 |
| 2 | 1.0414 | 22.0 | 154.00 | 66.25 | 34.000000 | 95.800003 | 87.900002 | 99.199997 | 59.599998 | 38.900002 | 24.000000 | 28.799999 | 25.200001 | 16.600000 | 25.299999 |
| 3 | 1.0751 | 26.0 | 184.75 | 72.25 | 37.400002 | 101.800003 | 86.400002 | 101.199997 | 60.099998 | 37.299999 | 22.799999 | 32.400002 | 29.400000 | 18.200001 | 10.400000 |
| 4 | 1.0340 | 24.0 | 184.25 | 71.25 | 34.400002 | 97.300003 | 100.000000 | 101.900002 | 63.200001 | 42.200001 | 24.000000 | 32.200001 | 27.700001 | 17.700001 | 28.700001 |
| 5 | 1.0502 | 24.0 | 210.25 | 74.75 | 39.000000 | 104.500000 | 94.400002 | 107.800003 | 66.000000 | 42.000000 | 25.600000 | 35.700001 | 30.600000 | 18.799999 | 20.900000 |
| 6 | 1.0549 | 26.0 | 181.00 | 69.75 | 36.400002 | 105.099998 | 90.699997 | 100.300003 | 58.400002 | 38.299999 | 22.900000 | 31.900000 | 27.799999 | 17.700001 | 19.200001 |
| 7 | 1.0704 | 25.0 | 176.00 | 72.50 | 37.799999 | 99.599998 | 88.500000 | 97.099998 | 60.000000 | 39.400002 | 23.200001 | 30.500000 | 29.000000 | 18.799999 | 12.400000 |
| 8 | 1.0900 | 25.0 | 191.00 | 74.00 | 38.099998 | 100.900002 | 82.500000 | 99.900002 | 62.900002 | 38.299999 | 23.799999 | 35.900002 | 31.100000 | 18.200001 | 4.100000 |
| 9 | 1.0722 | 23.0 | 198.25 | 73.50 | 42.099998 | 99.599998 | 88.599998 | 104.099998 | 63.099998 | 41.700001 | 25.000000 | 35.599998 | 30.000000 | 19.200001 | 11.700000 |
Last rows
| Density | Age | Weight | Height | Neck | Chest | Abdomen | Hip | Thigh | Knee | Ankle | Biceps | Forearm | Wrist | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 242 | 1.0304 | 66.0 | 234.25 | 72.00 | 41.400002 | 119.699997 | 109.000000 | 109.099998 | 63.700001 | 42.400002 | 24.600000 | 35.599998 | 30.700001 | 19.500000 | 30.400000 |
| 243 | 1.0256 | 67.0 | 227.75 | 72.75 | 41.299999 | 115.800003 | 113.400002 | 109.800003 | 65.599998 | 46.000000 | 25.400000 | 35.299999 | 29.799999 | 19.500000 | 32.599998 |
| 244 | 1.0334 | 67.0 | 199.50 | 68.50 | 40.700001 | 118.300003 | 106.099998 | 101.599998 | 58.200001 | 38.799999 | 24.100000 | 32.099998 | 29.299999 | 18.500000 | 29.000000 |
| 245 | 1.0641 | 68.0 | 155.50 | 69.25 | 36.299999 | 97.400002 | 84.300003 | 94.400002 | 54.299999 | 37.500000 | 22.600000 | 29.200001 | 27.299999 | 18.500000 | 15.200000 |
| 246 | 1.0308 | 69.0 | 215.50 | 70.50 | 40.799999 | 113.699997 | 107.599998 | 110.000000 | 63.299999 | 44.000000 | 22.600000 | 37.500000 | 32.599998 | 18.799999 | 30.200001 |
| 247 | 1.0736 | 70.0 | 134.25 | 67.00 | 34.900002 | 89.199997 | 83.599998 | 88.800003 | 49.599998 | 34.799999 | 21.500000 | 25.600000 | 25.700001 | 18.500000 | 11.000000 |
| 248 | 1.0236 | 72.0 | 201.00 | 69.75 | 40.900002 | 108.500000 | 105.000000 | 104.500000 | 59.599998 | 40.799999 | 23.200001 | 35.200001 | 28.600000 | 20.100000 | 33.599998 |
| 249 | 1.0328 | 72.0 | 186.75 | 66.00 | 38.900002 | 111.099998 | 111.500000 | 101.699997 | 60.299999 | 37.299999 | 21.500000 | 31.299999 | 27.200001 | 18.000000 | 29.299999 |
| 250 | 1.0399 | 72.0 | 190.75 | 70.50 | 38.900002 | 108.300003 | 101.300003 | 97.800003 | 56.000000 | 41.599998 | 22.700001 | 30.500000 | 29.400000 | 19.799999 | 26.000000 |
| 251 | 1.0271 | 74.0 | 207.50 | 70.00 | 40.799999 | 112.400002 | 108.500000 | 107.099998 | 59.299999 | 42.200001 | 24.600000 | 33.700001 | 30.000000 | 20.900000 | 31.900000 |